{"id":"https://openalex.org/W3163111391","doi":"https://doi.org/10.1109/icassp39728.2021.9413891","title":"Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality Disorder","display_name":"Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality Disorder","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3163111391","doi":"https://doi.org/10.1109/icassp39728.2021.9413891","mag":"3163111391"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9413891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9413891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100408218","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0003-4785-3361"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Department of Psychiatry","The Alan Turing Institute, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry","institution_ids":[]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100663751","display_name":"Yue Wu","orcid":"https://orcid.org/0000-0002-6281-2229"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yue Wu","raw_affiliation_strings":["Mathematical Institute, University of Oxford, UK","The Alan Turing Institute, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematical Institute, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024459386","display_name":"Nemanja Vaci","orcid":"https://orcid.org/0000-0002-8094-0902"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nemanja Vaci","raw_affiliation_strings":["University of Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007426895","display_name":"Maria Liakata","orcid":"https://orcid.org/0000-0001-5765-0416"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria Liakata","raw_affiliation_strings":["School of Electronic Engineering and Computer Science, Queen Mary University of London, UK","The Alan Turing Institute, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, UK","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033716148","display_name":"Terry Lyons","orcid":"https://orcid.org/0000-0002-9972-2809"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Terry Lyons","raw_affiliation_strings":["Mathematical Institute, University of Oxford, UK","The Alan Turing Institute, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematical Institute, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"The Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034057328","display_name":"Kate Saunders","orcid":"https://orcid.org/0000-0003-3448-9927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kate E A Saunders","raw_affiliation_strings":["Department of Psychiatry"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3639,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58142721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"7243","last_page":"7247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11093","display_name":"Personality Disorders and Psychopathology","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/paralanguage","display_name":"Paralanguage","score":0.8569197654724121},{"id":"https://openalex.org/keywords/borderline-personality-disorder","display_name":"Borderline personality disorder","score":0.6383329629898071},{"id":"https://openalex.org/keywords/bipolar-disorder","display_name":"Bipolar disorder","score":0.5660089254379272},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5539655089378357},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4804224967956543},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.45221391320228577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45029139518737793},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.449850469827652},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.43316149711608887},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.26333382725715637},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.25053709745407104},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.12406888604164124},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11843115091323853},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.10912168025970459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08021211624145508}],"concepts":[{"id":"https://openalex.org/C133378560","wikidata":"https://www.wikidata.org/wiki/Q1753225","display_name":"Paralanguage","level":2,"score":0.8569197654724121},{"id":"https://openalex.org/C2780600973","wikidata":"https://www.wikidata.org/wiki/Q2712836","display_name":"Borderline personality disorder","level":2,"score":0.6383329629898071},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.5660089254379272},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5539655089378357},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4804224967956543},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.45221391320228577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45029139518737793},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.449850469827652},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.43316149711608887},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.26333382725715637},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.25053709745407104},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.12406888604164124},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11843115091323853},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.10912168025970459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08021211624145508},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp39728.2021.9413891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9413891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/104272","is_oa":false,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/104272","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1807081545","display_name":null,"funder_award_id":"MC_PC_17215","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G5005012656","display_name":null,"funder_award_id":"EP/S026347/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W96736588","https://openalex.org/W616109306","https://openalex.org/W1548031558","https://openalex.org/W1574170747","https://openalex.org/W1920792409","https://openalex.org/W2003502731","https://openalex.org/W2035505075","https://openalex.org/W2063487293","https://openalex.org/W2137597407","https://openalex.org/W2151089765","https://openalex.org/W2270987589","https://openalex.org/W2297500149","https://openalex.org/W2394851080","https://openalex.org/W2408449330","https://openalex.org/W2498298636","https://openalex.org/W2735590100","https://openalex.org/W2737620107","https://openalex.org/W2945798174","https://openalex.org/W2973058060","https://openalex.org/W2973126525","https://openalex.org/W2973161331","https://openalex.org/W2981728176","https://openalex.org/W2991612390","https://openalex.org/W2995752917","https://openalex.org/W3004047823","https://openalex.org/W3095371498","https://openalex.org/W3097148135","https://openalex.org/W3100267010","https://openalex.org/W3146797348","https://openalex.org/W3158003835","https://openalex.org/W3206307113","https://openalex.org/W4293182332","https://openalex.org/W4313634962","https://openalex.org/W6603974486","https://openalex.org/W6693639690","https://openalex.org/W6697292812","https://openalex.org/W6741265348","https://openalex.org/W6771109195","https://openalex.org/W6776455617","https://openalex.org/W6781845495"],"related_works":["https://openalex.org/W2064370490","https://openalex.org/W3166813893","https://openalex.org/W2910013580","https://openalex.org/W2391900574","https://openalex.org/W3200958703","https://openalex.org/W1990078780","https://openalex.org/W2778981579","https://openalex.org/W2376619307","https://openalex.org/W4250647969","https://openalex.org/W3108667266"],"abstract_inverted_index":{"Bipolar":[0],"disorder":[1,6],"(BD)":[2],"and":[3,45,65,97],"borderline":[4],"personality":[5],"(BPD)":[7],"are":[8],"two":[9,39],"chronic":[10],"mental":[11],"health":[12],"conditions":[13,40],"that":[14],"clinicians":[15],"find":[16],"challenging":[17],"to":[18,25],"distinguish":[19],"based":[20],"on":[21],"clinical":[22],"interviews,":[23],"due":[24],"their":[26],"overlapping":[27],"symptoms.":[28],"In":[29],"this":[30],"work,":[31],"we":[32,85],"investigate":[33],"the":[34,76,87],"automatic":[35],"detection":[36],"of":[37,51,58,79,89,92],"these":[38],"by":[41],"modelling":[42,59],"both":[43],"verbal":[44],"non-verbal":[46],"cues":[47],"in":[48,94],"a":[49,55],"set":[50],"interviews.":[52],"We":[53,74],"propose":[54],"new":[56],"approach":[57],"short-term":[60],"features":[61,93],"with":[62,68],"visibility-signature":[63],"transform,":[64],"compare":[66],"it":[67],"widely":[69],"used":[70],"high-level":[71],"statistical":[72],"functions.":[73],"demonstrate":[75],"superior":[77],"performance":[78],"our":[80],"proposed":[81],"signature-based":[82],"model.":[83],"Furthermore,":[84],"show":[86],"role":[88],"different":[90],"sets":[91],"characterising":[95],"BD":[96],"BPD.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
